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Paper Citation Record · LEDGER

HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.08585.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.08585 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:19:10.498757Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T23:32:19.158465Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 787cc205-5044-46c3-ba82-7d24d99337e9 · inbound

RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language cites this paper.

RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:10.498757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:19:10.498757Z digest=sha256:5817c05c932415e371a58807456f55ae7462c4e2119caea3a492836eae55b163

Observation 0db42020-bc5d-4b84-bfe1-195443b6a256 · inbound

Language-driven Description Generation and Common Sense Reasoning for Video Action Recognition cites this paper.

Language-driven Description Generation and Common Sense Reasoning for Video Action Recognition HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T23:42:20.273161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:42:20.273161Z digest=sha256:e4e767990268bc1d8aa9c1c5e096afb1a904c2be5c8505d34f627c57fe79632f

Observation aecfe681-e828-44a6-94f9-67d088684a43 · inbound

A Survey on Video Temporal Grounding with Multimodal Large Language Model cites this paper.

A Survey on Video Temporal Grounding with Multimodal Large Language Model HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:32:19.163503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T23:32:17.769503Z digest=sha256:f0a9c4f224438b7d94c985e012dcd72cc7bc330cc409cf67dbd1b98d19de8f43